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Install with the open skills CLI (global, non-interactive — available in every Claude Code session):
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill "biomaster-workflows" -g -a claude-code -yOr manually — clone and copy the skill directory (SKILL.md + companion files):
git clone --depth 1 https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills /tmp/OpenClaw-Medical-Skills && cp -r /tmp/OpenClaw-Medical-Skills/skills/biomaster-workflows ~/.claude/skills/biomaster-workflowsThis skill is a directory: SKILL.md is the entry point; the files below ship with it.
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# COPYRIGHT NOTICE
# This file is part of the "Universal Biomedical Skills" project.
# Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>
# All Rights Reserved.
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# This code is proprietary and confidential.
# Unauthorized copying of this file, via any medium is strictly prohibited.
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---
name: biomaster-workflows
description: Pipeline maestro
keywords:
- workflows
- RNAseq
- ChIPseq
- automation
- YAML
measurable_outcome: Execute a configured pipeline end-to-end (including QC report + summary) within 24 hours of receiving inputs, logging every tool/parameter.
license: MIT
metadata:
author: BioMaster Team
version: "1.0.0"
compatibility:
- system: Python 3.9+
allowed-tools:
- run_shell_command
- read_file
---
# BioMaster Workflows
Orchestrate BioMaster’s multi-agent pipelines (RNA-seq, ChIP-seq, single-cell, Hi-C) using the provided configs and repos to deliver reproducible outputs.
## Workflow
1. **Config prep:** Populate YAML with tool paths, reference genomes, and workflow selection (`rnaseq`, `chipseq`, `singlecell`, `hic`).
2. **Environment:** `cd repo && pip install -r requirements.txt` (or container) prior to running.
3. **Launch:** `python repo/run.py --config repo/config.yaml` (or chosen config) and monitor progress.
4. **Error recovery:** Let BioMaster agents retry failing stages; review logs for missing reference/index files.
5. **Output packaging:** Collect BAMs/counts/peaks + QC + narrative summary of parameters and runtimes.
## Guardrails
- Fail fast when reference files or indices are absent to avoid wasted compute.
- Record tool versions for every stage (alignment, quantification, etc.).
- Require confirmation before deleting intermediates or rerunning destructive steps.
## References
- Full workflow descriptions, supported modalities, and repo links reside in `README.md`.
<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Use when implementing any feature or bugfix, before writing implementation code